huggingface-datasets SKILL.md skillA
huggingface-datasets from metaspartan/cybara is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add metaspartan/cybara/huggingface-datasets@git:20260730.e75ee1aPins git:20260730.e75ee1a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- metaspartan/cybara
- Path
plugins/huggingface-workflows/skills/huggingface-datasets/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.e75ee1a, committed Jul 30, 2026
- Size
- 1,998 bytes
- Repository stars
- 32
- License
- MIT
Explore, validate, filter, paginate, export, and prepare Hugging Face datasets through the Dataset Viewer API and Hub tooling.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Hugging Face Datasets Prefer the read-only Dataset Viewer API for discovery and validation. Use Cybara's `http` tool so responses remain structured and visible in the chat. ## Read-only workflow 1. Validate the dataset with `GET https://datasets-server.huggingface.co/is-valid?dataset=<id>`. 2. Resolve subsets and splits through `/splits`. 3. Inspect representative records with `/first-rows`. 4. Paginate `/rows` with a zero-based `offset` and `length` no greater than 100. 5. Use `/search` for text and `/filter` for predicates instead of downloading the full dataset. 6. Inspect `/size`, `/statistics`, and `/parquet` before training or bulk processing. URL-encode dataset IDs, subset names, split names, queries, and predicates. Add `Authorization: Bearer <token>` only for a gated or private dataset, and never expose the token in output. ## Training readiness Before proposing a training run, report: - dataset ID, revision, subset, and split - row count and relevant columns - a small redacted sample - missing, malformed, duplicate, or unexpectedly long records - license, gating, and provenance constraints visible in the dataset card …
Read the whole file at its exact version.
How to install
mdr add metaspartan/cybara/huggingface-datasets@sha256:ad3f8140445f602dThe line at the top of this page pins the label git:20260730.e75ee1a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nr74563hzonyyecn)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1998 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
metaspartan/cybara · 32 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nr74563hzonyyecn GET https://markdownregistry.com/api/v1/resolve?ref=metaspartan/cybara/huggingface-datasets GET https://markdownregistry.com/api/v1/blob/ad3f8140445f602d17d1719de47a53f8720c3de0872ad7cb4c1e8c0750389c05
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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